Understanding patterns of moped and seated motor scooter (50 cc or less) involved fatal crashes using cluster correspondence analysis

References

• Ahmad, N., A. Ahmed, B. Wali, and T. U. Saeed. 2019. Exploring factors associated with crash severity on motorways in Pakistan. Transport.
   Google Scholar
• Ali, F., D. Dissanayake, M. Bell, and M. Farrow. 2018. “Investigating car Users’ Attitudes to Climate Change Using Multiple Correspondence Analysis.” Journal of Transport Geography 72: 237–247. doi:10.1016/j.jtrangeo.2018.09.007.
   Web of Science ®Google Scholar
• Baireddy, R., H. Zhou, and M. Jalayer. 2018. “Multiple Correspondence Analysis of Pedestrian Crashes in Rural Illinois.” Transportation Research Record 2672 (38): 116–127. doi:10.1177/0361198118777088
   Google Scholar
• Bandzar, S., S. Gupta, and H. Atallah. 2016. “Increase in Moped Injuries Requiring Emergency Care.” American Journal of Emergency Medicine 34 (10): 2000–2002. doi:10.1016/j.ajem.2016.07.052.
   PubMed Web of Science ®Google Scholar
• Blackman, R. A., and N. L. Haworth. 2010. Implications for Safety and Planning of a Sharp Increase in Moped and Scooter Use. Conference, No. June, 2010.
   Google Scholar
• Blackman, R., and N. Haworth. 2010. “A Qualitative Exploration of the Attitudes and Experiences of Moped and Scooter Riders.” Transportation Research Board 89th Annual Meeting Compendium of Papers, Washington, DC, 1–16.
   Google Scholar
• Blackman, R. A., and N. L. Haworth. 2013. “Comparison of Moped, Scooter and Motorcycle Crash Risk and Crash Severity.” Accident Analysis and Prevention 57: 1–9. doi:10.1016/j.aap.2013.03.026.
   PubMed Web of Science ®Google Scholar
• Bonander, C., R. Andersson, and F. Nilson. 2015. “The Effect of Stricter Licensing on Road Traffic Injury Events Involving 15 to 17-Year-Old Moped Drivers in Sweden: A Time Series Intervention Study.” Accident Analysis and Prevention 83: 154–161. doi:10.1016/j.aap.2015.07.022.
   PubMed Web of Science ®Google Scholar
• Boone, E. M., M. E. Rossheim, J. R. Krall, and R. M. Weiler. 2018. “State Helmet Laws and Helmet Use among Fatally Injured Moped Riders in the United States, 2011–2015.” Traffic Injury Prevention 19 (3): 270–273. doi:10.1080/15389588.2017.1383604.
   PubMed Web of Science ®Google Scholar
• Brandau, H., F. Daghofer, M. Hofmann, and P. Spitzer. 2011. “Personality Subtypes of Young Moped Drivers, Their Relationship to Risk-Taking Behavior and Involvement in Road Crashes in an Austrian Sample.” . Accident Analysis and Prevention 43 (5): 1713–1719. doi:10.1016/j.aap.2011.03.030.
   PubMed Web of Science ®Google Scholar
• Chen, S., T. U. Saeed, S. D. Alqadhi, and S. Labi. 2019a. “Safety Impacts of Pavement Condition at two-Lane and Multi-Lane Highways: Accounting for Heterogeneity and Seemingly Unrelated Correlation Across Crash Severities.” Transportmetrica A: Transport Science 15 (1): 18–33.
   Web of Science ®Google Scholar
• Chen, S., T. U. Saeed, and S. Labi. 2017. “Impact of Road-Surface Condition on Rural Highway Safety: A Multivariate Random-Parameters Negative Binomial Approach.” Analytic Methods in Accident Research 16: 75–89.
   Web of Science ®Google Scholar
• Chen, S., T. U. Saeed, S. Lavrenz, M. Alinizzi, and S. Labi. 2019b. “Safety Sensitivity to Roadway Characteristics: A Comparison Across Highway Classes.” Accident Analysis and Prevention 123: 39–50.
   PubMed Web of Science ®Google Scholar
• Das, S. 2021. “Identifying key Patterns in Motorcycle Crashes: Findings from Taxicab Correspondence Analysis.” Transportmetrica A: Transport Science 17: 593–614. doi:10.1080/23249935.2020.1802362.
   Web of Science ®Google Scholar
• Das, S., R. Avelar, K. K. Dixon, and X. Sun. 2018. “Investigation on the Wrong Way Driving Crash Patterns Using Multiple Correspondence Analysis.” Accident Analysis & Prevention 111: 43–55. doi:10.1016/j.aap.2017.11.016.
   PubMed Web of Science ®Google Scholar
• Das, S., A. Dutta, and X. Sun. 2019. “Patterns of Rainy Weather Crashes: Applying Rules Mining.” Journal of Transportation Safety and Security 12 (9): 1083–1105. doi:10.1080/19439962.2019.1572681.
   Web of Science ®Google Scholar
• Das, S., S. M. Mousavi, and M. Shirinzad. 2021a. “Pattern Recognition in Speeding Related Motorcycle Crashes.” Journal of Transportation Safety and Security, doi:10.1080/19439962.2021.1877228.
   Google Scholar
• Das, S., and X. Sun. 2015. “Factor Association with Multiple Correspondence Analysis in Vehicle–Pedestrian Crashes.” Transportation Research Record: Journal of the Transportation Research Board 2519 (1): 95–103.
   Google Scholar
• Das, S., and X. Sun. 2016. “Association Knowledge for Fatal Run-off-Road Crashes by Multiple Correspondence Analysis.” IATSS Research 39: 146–155.
   Web of Science ®Google Scholar
• Das, S., X. Sun, B. Dadashova, M. A. Rahman, and M. Sun. 2021b. “Identifying Patterns of Key Factors in Sun Glare-Related Traffic Crashes.” Transportation Research Record. doi:10.1177/03611981211037891.
   PubMedGoogle Scholar
• Das, S., L. N. Tran, and M. Theel. 2020. “Understanding Patterns in Marijuana Impaired Traffic Crashes.” Journal of Substance Use 26 (1): 21–29. doi:10.1080/14659891.2020.1760381.
   Web of Science ®Google Scholar
• Federal Highway Administration (FHWA). 2019. “Motorcycle Crash Causation Study: Final Report.” DOT National Transportation Integrated Search - ROSA P, no. February. https://rosap.ntl.bts.gov/view/dot/40088.
   Google Scholar
• Fonseca, C. N., and M. Okumura. 2010. “Research Review About Moped Accidents and the Necessity of Time Dimensional Management in University Campus Traffic.” Proceedings of the Conference on Traffic and Transportation Studies, ICTTS 383: 627–637. doi:10.1061/41123(383)60.
   Google Scholar
• Galanis, D. J., N. A. Castel, L. L. Wong, and S. Steinemann. 2016. “Impact of Helmet Use on Injury and Financial Burden of Motorcycle and Moped Crashes in Hawai’i: Analysis of a Linked Statewide Database.” Hawai’i Journal of Medicine & Public Health: A Journal of Asia Pacific Medicine & Public Health 75 (12): 379–385. http://www.embase.com/search/results?subaction=viewrecord&from=export&id=L619645069.
   PubMedGoogle Scholar
• Galanis, D. J., C. L. Ly, L. L. Wong, S. Steinemann, and L. Rosen. 2014. “Helmet Use among Motorcycle and Moped Riders Injured in Hawaii: Final Medical Dispositions from a Linked Database.” Journal of Trauma and Acute Care Surgery 77 (5): 743–748. doi:10.1097/TA.0000000000000435.
   PubMed Web of Science ®Google Scholar
• Glaser, Yi G., Feng Guo, Youjia Fang, Bing Deng, and Jonathan Hankey. 2017. “Investigate Moped-Car Conflicts in China Using a Naturalistic Driving Study Approach.” Journal of Safety Research 63: 171–175. doi:10.1016/j.jsr.2017.10.008.
   PubMed Web of Science ®Google Scholar
• Guo, Y., T. Sayed, and M. H. Zaki. 2019. “Evaluating the Safety Impacts of Powered Two Wheelers on a Shared Roadway in China Using Automated Video Analysis.” Journal of Transportation Safety and Security 11 (4): 414–429. doi:10.1080/19439962.2018.1447058.
   Web of Science ®Google Scholar
• Haworth, N., K. Greig, and A. Nielson. 2009. “Comparison of Risk Taking in Moped and Motorcycle Crashes.” Transportation Research Record. 2140 (1): 182–187. doi:10.3141/2140-20.
   Google Scholar
• Haworth, N., A. Nielson, and K. Greig. 2008. “Moped Crashes in Queensland.” Journal of the Australasian College of Road Safety 19 (3): 31–37.
   Google Scholar
• Hossain, M. M., M. A. Rahman, X. Sun, and E. Mitran. 2021a. “Investigating Underage Alcohol-Intoxicated Driver Crash Patterns in Louisiana.” Transportation Research Record. doi:10.1177/03611981211019742.
   PubMed Web of Science ®Google Scholar
• Hossain, M. M., X. Sun, E. Mitran, and M. A. Rahman. 2021b. “Investigating Underage Alcohol-Intoxicated Driver Crash Patterns in Louisiana.” IATSS Research. doi:10.1016/j.iatssr.2021.07.002.
   Google Scholar
• Hosseini, P., M. Jalayer, and S. Das. 2021. “A Multiple Correspondence Approach to Identify Contributing Factors Related to Work Zone Crashes.” Transportation Research Board Annual meeting, Washington D.C.
   Google Scholar
• Jalayer, M., M. Pour-Rouholamin, and H. Zhou. 2018. “Wrong-Way Driving Crashes: A Multiple Correspondence Approach to Identify Contributing Factors.” Traffic Injury Prevention 19: 35–41. doi:10.1080/15389588.2017.1347260.
   PubMed Web of Science ®Google Scholar
• Johnson, N. K., B. M. Johnson, G. M. Denning, and C. A. Jennissen. 2017. “Pediatric Moped-Related Injuries in the U.S. from 2002-2014: Age-Related Comparisons of Mechanisms and Outcomes.” Journal of Trauma and Acute Care Surgery 83 (5S): S201–S209. doi:10.1097/TA.0000000000001625.
   PubMedGoogle Scholar
• Johnson, N. K., B. M. Johnson, G. M. Denning, and C. A. Jennissen. 2019. “Adult Moped-Related Injuries Treated in U.S. Emergency Departments.” Traffic Injury Prevention 20 (8): 813–819. doi:10.1080/15389588.2019.1665650.
   PubMed Web of Science ®Google Scholar
• Lee, T. 2015. “Investigating the Heterogeneity in Driving Behavior of Powered Two-Wheelers Under Mixed Traffic Flow.” Transportation Research Board, 94th Annual Meeting 918: 15–1165.
   Google Scholar
• Mannering, Fred L., Venky Shankar, and Chandra R. Bhat. 2016. “Unobserved Heterogeneity and the Statistical Analysis of Highway Accident Data.” Analytic Methods in Accident Research 11: 1–16. doi:10.1016/j.amar.2016.04.001.
   Web of Science ®Google Scholar
• Markos, M., A. D’Enza, and V. M. Velden. 2019. “Beyond Tandem Analysis: Joint Dimension Reduction and Clustering in R.” Journal of Statistical Software 91 (10): 1–24.
   Web of Science ®Google Scholar
• Miggins, M., L. Lottenberg, H. Liu, L. Moldawer, P. Efron, and D. Ang. 2011. “Mopeds and Scooters: Crash Outcomes in a High Traffic State.” Journal of Trauma - Injury, Infection and Critical Care 71 (1): 217–222. doi:10.1097/TA.0b013e318208f874.
   PubMedGoogle Scholar
• Møller, M., S. K. Andersen, N. Bonde, and M. Hagenzieker. 2021. “Engagement in Violations among Young Moped Riders – Using a Qualitative Approach to Reveal Underlying Beliefs.” Journal of Transport and Health 20: 101002. doi:10.1016/j.jth.2020.101002.
   Web of Science ®Google Scholar
• Montella, A., M. Aria, A. D’Ambrosio, and F. Mauriello. 2012. “Analysis of Powered Two-Wheeler Crashes in Italy by Classification Trees and Rules Discovery.” Accident Analysis and Prevention 49: 58–72. doi:10.1016/j.aap.2011.04.025.
   PubMed Web of Science ®Google Scholar
• Montella, A., R. de Oña, F. Mauriello, M. Rella Riccardi, and G. Silvestro. 2020. “A Data Mining Approach to Investigate Patterns of Powered Two-Wheeler Crashes in Spain.” Accident Analysis and Prevention 134. doi:10.1016/j.aap.2019.07.027.
   PubMedGoogle Scholar
• Moskal, A., J. Martin, E. Lenguerrand, and B. Laumon. 2007. “Injuries Among Motorized Two-Wheelers in Relation To Vehicle and Crash Characteristics in Rhone, France.” Esv, 1–10. https://www-esv.nhtsa.dot.gov/Proceedings/20/07-0232-O.pdf.
   Google Scholar
• National Highway Traffic Safety Administration. 2021a. Traffic safety facts 2020: Annual Crash Statistics. National Center for Statistics and Analysis (NCSA).
   Google Scholar
• National Highway Traffic Safety Administration. 2021b. Motorcycles: 2019 data (Traffic Safety Facts. Report No. DOT HS 813 112). National Center for Statistics and Analysis (NCSA).
   Google Scholar
• National Highway Traffic Safety Administration. 2021c. Motorcycle Helmet Use in 2020 – Overall Results. (Traffic Safety Facts Research Note. Report No. DOT HS 813 143). National Center for Statistics and Analysis (NCSA).
   Google Scholar
• Saeed, T. U., T. Hall, H. Baroud, and M. Volovski. 2020a. “Analyzing Road Crash Frequencies with Uncorrelated and Correlated Random Parameters Count Models: An Empirical Assessment of Multilane Highways.” Analytic Methods in Accident Research 23: 100101.
   Web of Science ®Google Scholar
• Saeed, T. U., R. Nateghi, T. Hall, and B. Waldorf. 2020b. “Statistical Analysis of Area-Wide Alcohol-Related Driving Crashes: A Spatial Econometric Approach.” Geographical Analysis 52 (3): 394–417.
   Web of Science ®Google Scholar
• Salatka, M., S. Arzemanian, J. F. Kraus, and C. L. Anderson. 1990. “Fatal and Severe Injury: Scooter and Moped Crashes in California, 1985.” American Journal of Public Health 80 (9): 1122–1124.
   PubMed Web of Science ®Google Scholar
• Steg, L., and A. van Brussel. 2009. “Accidents, Aberrant Behaviours, and Speeding of Young Moped Riders.” Transportation Research Part F: Traffic Psychology and Behaviour 12 (6): 503–511. doi:10.1016/j.trf.2009.09.001.
   Web of Science ®Google Scholar
• Tagliabue, M., and M. Sarlo. 2015. “Affective Components in Training to Ride Safely Using a Moped Simulator.” Transportation Research Part F: Traffic Psychology and Behaviour 35: 132–138. doi:10.1016/j.trf.2015.10.018.
   Web of Science ®Google Scholar
• Theofilatos, A., and A. Ziakopoulos. 2018. “Examining Injury Severity of Moped and Motorcycle Occupants with Real-Time Traffic and Weather Data.” Journal of Transportation Engineering, Part A: Systems 144 (11): 04018066. doi:10.1061/jtepbs.0000193.
   Web of Science ®Google Scholar
• Velden, M., A. D’Enza, and F. Palumbo. 2017. “Cluster Correspondence Analysis.” Psychometrika 82 (1): 158–185.
   PubMed Web of Science ®Google Scholar
• Wang, B. 2014. “Analysis of Moped Crashes and Riders’ Fault Involvement in Wisconsin.” (Msc. Thesis).
   Google Scholar
• Wang, X., Y. Xu, P. Tremont, and D. Yang. 2012. “Moped Rider Violation Behavior and Moped Safety at Intersections in China.” Transportation Research Record 2281: 83–91. doi:10.3141/2281-11.
   Web of Science ®Google Scholar
• Waseem, M., A. Ahmed, and T. U. Saeed. 2019. “Factors Affecting Motorcyclists’ Injury Severities: An Empirical Assessment Using Random Parameters Logit Model with Heterogeneity in Means and Variances.” Accident Analysis and Prevention 123: 12–19.
   PubMed Web of Science ®Google Scholar
• Weaver, J. L., K. R. Miller, M. Benns, and B. G. Harbrecht. 2018. “Moped Crashes are Just as Dangerous as Motorcycle Crashes.” American Surgeon 84 (6): 826–830. doi:10.1177/000313481808400626.
   PubMed Web of Science ®Google Scholar
• Yamany, M. S., T. U. Saeed, M. Volovski, and A. Ahmed. 2020. “Characterizing the Performance of Interstate Flexible Pavements Using Artificial Neural Networks and Random Parameters Regression.” Journal of Infrastructure Systems 26 (2): 04020010.
   Web of Science ®Google Scholar
• Zhang, Xujun, Yaming Yang, Jie Yang, Jie Hu, Yang Li, Ming Wu, Lorann Stallones, and Henry Xiang. 2018. “Road Traffic Injuries among Riders of Electric Bike/Electric Moped in Southern China.” Traffic Injury Prevention 19 (4): 417–422. doi:10.1080/15389588.2018.1423681.
   PubMed Web of Science ®Google Scholar